diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index c412c20..132ad66 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -4,6 +4,12 @@ repos:
     hooks:
       - id: pyupgrade
 
+  - repo: https://github.com/python-poetry/poetry
+    rev: "1.2.0rc1"
+    hooks:
+      - id: poetry-check
+      - id: poetry-lock
+
   - repo: https://github.com/pre-commit/pre-commit-hooks
     rev: "v4.3.0"
     hooks:
diff --git a/poetry.lock b/poetry.lock
index c991e3c..9a3aed7 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -24,7 +24,7 @@ multidict = ">=4.5,<7.0"
 yarl = ">=1.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli", "aiodns", "cchardet"]
+speedups = ["aiodns", "brotli", "cchardet"]
 
 [[package]]
 name = "aiosignal"
@@ -97,9 +97,9 @@ optional = false
 python-versions = ">=3.5"
 
 [package.extras]
-dev = ["cloudpickle", "coverage[toml] (>=5.0.2)", "furo", "hypothesis", "mypy (>=0.900,!=0.940)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "sphinx", "sphinx-notfound-page", "zope.interface"]
-docs = ["furo", "sphinx", "sphinx-notfound-page", "zope.interface"]
-tests = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy (>=0.900,!=0.940)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "zope.interface"]
+dev = ["cloudpickle", "coverage[toml] (>=5.0.2)", "furo", "hypothesis", "mypy (>=0.900,!=0.940)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "sphinx", "sphinx-notfound-page", "zope-interface"]
+docs = ["furo", "sphinx", "sphinx-notfound-page", "zope-interface"]
+tests = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy (>=0.900,!=0.940)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "zope-interface"]
 tests_no_zope = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy (>=0.900,!=0.940)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins"]
 
 [[package]]
@@ -127,7 +127,7 @@ stevedore = ">=1.20.0"
 [package.extras]
 test = ["beautifulsoup4 (>=4.8.0)", "coverage (>=4.5.4)", "fixtures (>=3.0.0)", "flake8 (>=4.0.0)", "pylint (==1.9.4)", "stestr (>=2.5.0)", "testscenarios (>=0.5.0)", "testtools (>=2.3.0)", "toml"]
 toml = ["toml"]
-yaml = ["PyYAML"]
+yaml = ["pyyaml"]
 
 [[package]]
 name = "black"
@@ -340,7 +340,7 @@ flake8 = ">=3"
 pydocstyle = ">=2.1"
 
 [[package]]
-name = "Flake8-pyproject"
+name = "flake8-pyproject"
 version = "1.1.0.post0"
 description = "Flake8 plug-in loading the configuration from pyproject.toml"
 category = "dev"
@@ -352,7 +352,7 @@ Flake8 = ">=5,<6"
 TOMLi = {version = "*", markers = "python_version < \"3.11\""}
 
 [package.extras]
-test = ["pyTest", "pyTest-cov"]
+test = ["pytest", "pytest-cov"]
 
 [[package]]
 name = "flatbuffers"
@@ -439,7 +439,7 @@ python-versions = ">=3.6"
 smmap = ">=3.0.1,<6"
 
 [[package]]
-name = "GitPython"
+name = "gitpython"
 version = "3.1.27"
 description = "GitPython is a python library used to interact with Git repositories"
 category = "main"
@@ -544,17 +544,17 @@ pillow = ">=8.3.2"
 all-plugins = ["astropy", "av", "imageio-ffmpeg", "opencv-python", "psutil", "tifffile"]
 all-plugins-pypy = ["av", "imageio-ffmpeg", "psutil", "tifffile"]
 build = ["wheel"]
-dev = ["black", "flake8", "fsspec[github]", "invoke", "pytest", "pytest-cov"]
+dev = ["black", "flake8", "fsspec", "invoke", "pytest", "pytest-cov"]
 docs = ["numpydoc", "pydata-sphinx-theme", "sphinx"]
 ffmpeg = ["imageio-ffmpeg", "psutil"]
 fits = ["astropy"]
-full = ["astropy", "av", "black", "flake8", "fsspec[github]", "gdal", "imageio-ffmpeg", "invoke", "itk", "numpydoc", "opencv-python", "psutil", "pydata-sphinx-theme", "pytest", "pytest-cov", "sphinx", "tifffile", "wheel"]
+full = ["astropy", "av", "black", "flake8", "fsspec", "gdal", "imageio-ffmpeg", "invoke", "itk", "numpydoc", "opencv-python", "psutil", "pydata-sphinx-theme", "pytest", "pytest-cov", "sphinx", "tifffile", "wheel"]
 gdal = ["gdal"]
 itk = ["itk"]
 linting = ["black", "flake8"]
 opencv = ["opencv-python"]
 pyav = ["av"]
-test = ["fsspec[github]", "invoke", "pytest", "pytest-cov"]
+test = ["fsspec", "invoke", "pytest", "pytest-cov"]
 tifffile = ["tifffile"]
 
 [[package]]
@@ -571,7 +571,7 @@ zipp = ">=0.5"
 [package.extras]
 docs = ["jaraco.packaging (>=9)", "rst.linker (>=1.9)", "sphinx"]
 perf = ["ipython"]
-testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)"]
+testing = ["flufl-flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)"]
 
 [[package]]
 name = "ipykernel"
@@ -728,14 +728,14 @@ torch = ">=1.7.1"
 torchmetrics = ">=0.4.1"
 
 [package.extras]
-dev = ["Pillow", "ale-py (>=0.7)", "atari-py (==0.2.6)", "atari-py (>=0.2.0,<0.3.0)", "box2d-py (>=2.3.0,<2.4.0)", "check-manifest", "codecov (>=2.1)", "flake8", "gym[atari] (>=0.17.2,<0.20.0)", "isort (>=5.6.4)", "jsonargparse[signatures]", "matplotlib", "mypy (>=0.790)", "opencv-python-headless", "pre-commit (>=1.0)", "pytest (>=6.0)", "pytest-cov (>2.10)", "scikit-learn (>=0.23)", "scipy", "sparseml", "torchvision (>=0.8.2)", "twine (>=3.2)", "wandb"]
-extra = ["Pillow", "atari-py (>=0.2.0,<0.3.0)", "box2d-py (>=2.3.0,<2.4.0)", "gym[atari] (>=0.17.2,<0.20.0)", "matplotlib", "opencv-python-headless", "scikit-learn (>=0.23)", "scipy", "torchvision (>=0.8.2)", "wandb"]
+dev = ["ale-py (>=0.7)", "atari-py (==0.2.6)", "atari-py (>=0.2.0,<0.3.0)", "box2d-py (>=2.3.0,<2.4.0)", "check-manifest", "codecov (>=2.1)", "flake8", "gym[atari] (>=0.17.2,<0.20.0)", "isort (>=5.6.4)", "jsonargparse", "matplotlib", "mypy (>=0.790)", "opencv-python-headless", "pillow", "pre-commit (>=1.0)", "pytest (>=6.0)", "pytest-cov (>2.10)", "scikit-learn (>=0.23)", "scipy", "sparseml", "torchvision (>=0.8.2)", "twine (>=3.2)", "wandb"]
+extra = ["atari-py (>=0.2.0,<0.3.0)", "box2d-py (>=2.3.0,<2.4.0)", "gym[atari] (>=0.17.2,<0.20.0)", "matplotlib", "opencv-python-headless", "pillow", "scikit-learn (>=0.23)", "scipy", "torchvision (>=0.8.2)", "wandb"]
 loggers = ["matplotlib", "scipy", "wandb"]
-models = ["Pillow", "atari-py (>=0.2.0,<0.3.0)", "box2d-py (>=2.3.0,<2.4.0)", "gym[atari] (>=0.17.2,<0.20.0)", "opencv-python-headless", "scikit-learn (>=0.23)", "torchvision (>=0.8.2)"]
-test = ["ale-py (>=0.7)", "atari-py (==0.2.6)", "check-manifest", "codecov (>=2.1)", "flake8", "isort (>=5.6.4)", "jsonargparse[signatures]", "mypy (>=0.790)", "pre-commit (>=1.0)", "pytest (>=6.0)", "pytest-cov (>2.10)", "scikit-learn (>=0.23)", "sparseml", "twine (>=3.2)"]
+models = ["atari-py (>=0.2.0,<0.3.0)", "box2d-py (>=2.3.0,<2.4.0)", "gym[atari] (>=0.17.2,<0.20.0)", "opencv-python-headless", "pillow", "scikit-learn (>=0.23)", "torchvision (>=0.8.2)"]
+test = ["ale-py (>=0.7)", "atari-py (==0.2.6)", "check-manifest", "codecov (>=2.1)", "flake8", "isort (>=5.6.4)", "jsonargparse", "mypy (>=0.790)", "pre-commit (>=1.0)", "pytest (>=6.0)", "pytest-cov (>2.10)", "scikit-learn (>=0.23)", "sparseml", "twine (>=3.2)"]
 
 [[package]]
-name = "Markdown"
+name = "markdown"
 version = "3.4.1"
 description = "Python implementation of Markdown."
 category = "main"
@@ -749,7 +749,7 @@ importlib-metadata = {version = ">=4.4", markers = "python_version < \"3.10\""}
 testing = ["coverage", "pyyaml"]
 
 [[package]]
-name = "MarkupSafe"
+name = "markupsafe"
 version = "2.1.1"
 description = "Safely add untrusted strings to HTML/XML markup."
 category = "main"
@@ -1026,7 +1026,7 @@ optional = false
 python-versions = "*"
 
 [[package]]
-name = "Pillow"
+name = "pillow"
 version = "9.2.0"
 description = "Python Imaging Library (Fork)"
 category = "main"
@@ -1184,7 +1184,7 @@ optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
 [[package]]
-name = "pyDeprecate"
+name = "pydeprecate"
 version = "0.3.2"
 description = "Deprecation tooling"
 category = "main"
@@ -1214,7 +1214,7 @@ optional = false
 python-versions = ">=3.6"
 
 [[package]]
-name = "Pygments"
+name = "pygments"
 version = "2.13.0"
 description = "Pygments is a syntax highlighting package written in Python."
 category = "main"
@@ -1275,10 +1275,10 @@ tqdm = ">=4.57.0"
 typing-extensions = ">=4.0.0"
 
 [package.extras]
-all = ["cloudpickle (>=1.3)", "codecov (>=2.1)", "comet-ml (>=3.1.12)", "coverage (>=6.4)", "deepspeed (>=0.6.0)", "fairscale (>=0.4.5)", "fastapi", "gcsfs (>=2021.5.0)", "gym[classic_control] (>=0.17.0)", "hivemind (>=1.0.1)", "horovod (>=0.21.2,!=0.24.0)", "hydra-core (>=1.0.5)", "ipython[all]", "jsonargparse[signatures] (>=4.12.0)", "matplotlib (>3.1)", "mlflow (>=1.0.0)", "mypy (==0.971)", "neptune-client (>=0.10.0)", "omegaconf (>=2.0.5)", "onnxruntime", "pandas (>1.0)", "pre-commit (>=1.0)", "protobuf (<=3.20.1)", "psutil", "pytest (>=7.0)", "pytest-cov", "pytest-forked", "pytest-rerunfailures (>=10.2)", "rich (>=10.14.0,!=10.15.0.a)", "scikit-learn (>0.22.1)", "torchtext (>=0.10)", "torchvision (>=0.10)", "uvicorn", "wandb (>=0.10.22)"]
+all = ["cloudpickle (>=1.3)", "codecov (>=2.1)", "comet-ml (>=3.1.12)", "coverage (>=6.4)", "deepspeed (>=0.6.0)", "fairscale (>=0.4.5)", "fastapi", "gcsfs (>=2021.5.0)", "gym[classic_control] (>=0.17.0)", "hivemind (>=1.0.1)", "horovod (>=0.21.2,!=0.24.0)", "hydra-core (>=1.0.5)", "ipython", "jsonargparse[signatures] (>=4.12.0)", "matplotlib (>3.1)", "mlflow (>=1.0.0)", "mypy (==0.971)", "neptune-client (>=0.10.0)", "omegaconf (>=2.0.5)", "onnxruntime", "pandas (>1.0)", "pre-commit (>=1.0)", "protobuf (<=3.20.1)", "psutil", "pytest (>=7.0)", "pytest-cov", "pytest-forked", "pytest-rerunfailures (>=10.2)", "rich (>=10.14.0,!=10.15.0.a)", "scikit-learn (>0.22.1)", "torchtext (>=0.10)", "torchvision (>=0.10)", "uvicorn", "wandb (>=0.10.22)"]
 deepspeed = ["deepspeed (>=0.6.0)"]
 dev = ["cloudpickle (>=1.3)", "codecov (>=2.1)", "comet-ml (>=3.1.12)", "coverage (>=6.4)", "fastapi", "gcsfs (>=2021.5.0)", "hydra-core (>=1.0.5)", "jsonargparse[signatures] (>=4.12.0)", "matplotlib (>3.1)", "mlflow (>=1.0.0)", "mypy (==0.971)", "neptune-client (>=0.10.0)", "omegaconf (>=2.0.5)", "onnxruntime", "pandas (>1.0)", "pre-commit (>=1.0)", "protobuf (<=3.20.1)", "psutil", "pytest (>=7.0)", "pytest-cov", "pytest-forked", "pytest-rerunfailures (>=10.2)", "rich (>=10.14.0,!=10.15.0.a)", "scikit-learn (>0.22.1)", "torchtext (>=0.10)", "uvicorn", "wandb (>=0.10.22)"]
-examples = ["gym[classic_control] (>=0.17.0)", "ipython[all]", "torchvision (>=0.10)"]
+examples = ["gym[classic_control] (>=0.17.0)", "ipython", "torchvision (>=0.10)"]
 extra = ["gcsfs (>=2021.5.0)", "hydra-core (>=1.0.5)", "jsonargparse[signatures] (>=4.12.0)", "matplotlib (>3.1)", "omegaconf (>=2.0.5)", "protobuf (<=3.20.1)", "rich (>=10.14.0,!=10.15.0.a)", "torchtext (>=0.10)"]
 fairscale = ["fairscale (>=0.4.5)"]
 hivemind = ["hivemind (>=1.0.1)"]
@@ -1288,7 +1288,7 @@ strategies = ["deepspeed (>=0.6.0)", "fairscale (>=0.4.5)", "hivemind (>=1.0.1)"
 test = ["cloudpickle (>=1.3)", "codecov (>=2.1)", "coverage (>=6.4)", "fastapi", "mypy (==0.971)", "onnxruntime", "pandas (>1.0)", "pre-commit (>=1.0)", "psutil", "pytest (>=7.0)", "pytest-cov", "pytest-forked", "pytest-rerunfailures (>=10.2)", "scikit-learn (>0.22.1)", "uvicorn"]
 
 [[package]]
-name = "PyWavelets"
+name = "pywavelets"
 version = "1.3.0"
 description = "PyWavelets, wavelet transform module"
 category = "main"
@@ -1307,7 +1307,7 @@ optional = false
 python-versions = "*"
 
 [[package]]
-name = "PyYAML"
+name = "pyyaml"
 version = "6.0"
 description = "YAML parser and emitter for Python"
 category = "main"
@@ -1421,7 +1421,7 @@ tifffile = ">=2019.7.26"
 [package.extras]
 data = ["pooch (>=1.3.0)"]
 docs = ["cloudpickle (>=0.2.1)", "dask[array] (>=0.15.0,!=2.17.0)", "ipywidgets", "kaleido", "matplotlib (>=3.3)", "myst-parser", "numpydoc (>=1.0)", "pandas (>=0.23.0)", "plotly (>=4.14.0)", "pooch (>=1.3.0)", "pytest-runner", "scikit-learn", "seaborn (>=0.7.1)", "sphinx (>=1.8)", "sphinx-copybutton", "sphinx-gallery (>=0.10.1)", "tifffile (>=2020.5.30)"]
-optional = ["SimpleITK", "astropy (>=3.1.2)", "cloudpickle (>=0.2.1)", "dask[array] (>=1.0.0,!=2.17.0)", "matplotlib (>=3.0.3)", "pooch (>=1.3.0)", "pyamg", "qtpy"]
+optional = ["astropy (>=3.1.2)", "cloudpickle (>=0.2.1)", "dask[array] (>=1.0.0,!=2.17.0)", "matplotlib (>=3.0.3)", "pooch (>=1.3.0)", "pyamg", "qtpy", "simpleitk"]
 test = ["asv", "codecov", "flake8", "matplotlib (>=3.0.3)", "pooch (>=1.3.0)", "pytest (>=5.2.0)", "pytest-cov (>=2.7.0)", "pytest-faulthandler", "pytest-localserver"]
 
 [[package]]
@@ -1508,8 +1508,8 @@ python-versions = ">=3.7"
 
 [package.extras]
 docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-notfound-page (==0.8.3)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
-testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8 (<5)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "mock", "pip (>=19.1)", "pip-run (>=8.8)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
-testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
+testing = ["build", "filelock (>=3.4.0)", "flake8 (<5)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "mock", "pip (>=19.1)", "pip-run (>=8.8)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
+testing-integration = ["build", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
 
 [[package]]
 name = "setuptools-scm"
@@ -1771,14 +1771,6 @@ python-versions = ">=3.7"
 [package.extras]
 test = ["pre-commit", "pytest"]
 
-[[package]]
-name = "types-PyYAML"
-version = "6.0.11"
-description = "Typing stubs for PyYAML"
-category = "dev"
-optional = false
-python-versions = "*"
-
 [[package]]
 name = "typing-extensions"
 version = "4.3.0"
@@ -1861,7 +1853,7 @@ optional = false
 python-versions = "*"
 
 [[package]]
-name = "Werkzeug"
+name = "werkzeug"
 version = "2.2.2"
 description = "The comprehensive WSGI web application library."
 category = "main"
@@ -1907,12 +1899,12 @@ python-versions = ">=3.7"
 
 [package.extras]
 docs = ["jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx"]
-testing = ["func-timeout", "jaraco.itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
+testing = ["func-timeout", "jaraco-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
 
 [metadata]
 lock-version = "1.1"
 python-versions = ">=3.8,<3.11"
-content-hash = "29a47327e618883870cd556a7d1c7a886eed762f0392fefceff26e2ddd743d7b"
+content-hash = "8eba042ca7188b409be6ea812f315b9aa6964791195e21ea8ea66655bb4c4fab"
 
 [metadata.files]
 absl-py = [
@@ -2204,7 +2196,7 @@ flake8-docstrings = [
     {file = "flake8-docstrings-1.6.0.tar.gz", hash = "sha256:9fe7c6a306064af8e62a055c2f61e9eb1da55f84bb39caef2b84ce53708ac34b"},
     {file = "flake8_docstrings-1.6.0-py2.py3-none-any.whl", hash = "sha256:99cac583d6c7e32dd28bbfbef120a7c0d1b6dde4adb5a9fd441c4227a6534bde"},
 ]
-Flake8-pyproject = [
+flake8-pyproject = [
     {file = "flake8_pyproject-1.1.0.post0-py3-none-any.whl", hash = "sha256:55bc7cbb4272dca45ba42521954452be9d443237fa9b78a09d0424bbd5c94fab"},
 ]
 flatbuffers = [
@@ -2284,7 +2276,7 @@ gitdb = [
     {file = "gitdb-4.0.9-py3-none-any.whl", hash = "sha256:8033ad4e853066ba6ca92050b9df2f89301b8fc8bf7e9324d412a63f8bf1a8fd"},
     {file = "gitdb-4.0.9.tar.gz", hash = "sha256:bac2fd45c0a1c9cf619e63a90d62bdc63892ef92387424b855792a6cabe789aa"},
 ]
-GitPython = [
+gitpython = [
     {file = "GitPython-3.1.27-py3-none-any.whl", hash = "sha256:5b68b000463593e05ff2b261acff0ff0972df8ab1b70d3cdbd41b546c8b8fc3d"},
     {file = "GitPython-3.1.27.tar.gz", hash = "sha256:1c885ce809e8ba2d88a29befeb385fcea06338d3640712b59ca623c220bb5704"},
 ]
@@ -2466,11 +2458,11 @@ lightning-bolts = [
     {file = "lightning-bolts-0.5.0.tar.gz", hash = "sha256:4d64a033a7b5b69c88852741ec37d60620c920bed7c11cd9515be3102410994f"},
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